diogoparaujo99 / Medical-Multiple-Instance-LearningLinks
Implementation of Deep Multiple Instance Learning algorithms in pytorch.
☆11Updated last year
Alternatives and similar repositories for Medical-Multiple-Instance-Learning
Users that are interested in Medical-Multiple-Instance-Learning are comparing it to the libraries listed below
Sorting:
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆29Updated 9 months ago
- [MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical Diagnosis☆17Updated 3 years ago
- Multi-TransSP for MICCAI2022☆18Updated 3 years ago
- [MICCAI2023] XSurv: Merging-Diverging Hybrid Transformer Networks for Survival Prediction☆9Updated last year
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆19Updated last year
- ☆28Updated 3 years ago
- ☆19Updated 2 years ago
- Iteratively Coupled Multiple Instance Learning☆21Updated 6 months ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆34Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆61Updated 3 months ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆39Updated 3 years ago
- AttriMIL for Whole-Slide Pathological Image Analysis☆13Updated 5 months ago
- ☆19Updated last month
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆10Updated last year
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆68Updated 7 months ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 2 years ago
- [In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than …☆15Updated last year
- The code for Kernel attention transformer (KAT)☆35Updated last year
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆35Updated last year
- ☆35Updated 9 months ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆45Updated 10 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Updated last year
- AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction☆13Updated 5 months ago
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆12Updated 5 months ago
- [MICCAI'23] Official Pytorch Implementation for "CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Class…☆31Updated 4 months ago
- ☆25Updated 2 years ago
- [2024][MICCAI] LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer☆13Updated 8 months ago
- An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in breast cancer treatment☆26Updated 10 months ago
- ☆17Updated 2 years ago
- pytorch application for 3D classification using medical images☆24Updated 4 years ago